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LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

@kerryrodden
kerryrodden / index.html
Last active April 23, 2026 07:47
Basic Tic-Tac-Toe in SVG
<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<title>Tic Tac Toe</title>
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="stylesheet" type="text/css" media="screen" href="style.css" />
</head>
@fizz
fizz / rebuild_claude_index.md
Last active April 23, 2026 07:46
Rebuild Claude Code sessions-index

rebuild_claude_index

Claude Code 2.1.27 occasionally drops long-running chats from /resume even though the per-session .jsonl files still exist. This script rescans a given ~/.claude/ projects/<project> directory, re-derives every entry’s metadata, and rewrites sessions-index.json so /resume can list every session again.

Usage

@rohitg00
rohitg00 / llm-wiki.md
Last active April 23, 2026 07:45 — forked from karpathy/llm-wiki.md
LLM Wiki v2 — extending Karpathy's LLM Wiki pattern with lessons from building agentmemory

LLM Wiki v2

A pattern for building personal knowledge bases using LLMs. Extended with lessons from building agentmemory, a persistent memory engine for AI coding agents.

This builds on Andrej Karpathy's original LLM Wiki idea file. Everything in the original still applies. This document adds what we learned running the pattern in production: what breaks at scale, what's missing, and what separates a wiki that stays useful from one that rots.

What the original gets right

The core insight is correct: stop re-deriving, start compiling. RAG retrieves and forgets. A wiki accumulates and compounds. The three-layer architecture (raw sources, wiki, schema) works. The operations (ingest, query, lint) cover the basics. If you haven't read the original, start there.

@lhyqy5
lhyqy5 / xpose_edge_pro_801_android16.patch
Last active April 23, 2026 07:39
xpose_edge_pro_801_android16.patch
diff --git a/AndroidManifest.xml b/AndroidManifest.xml
index a0f2388..23fca83 100644
--- a/AndroidManifest.xml
+++ b/AndroidManifest.xml
@@ -9,6 +9,7 @@
<uses-permission android:name="android.permission.SYSTEM_ALERT_WINDOW"/>
<uses-permission android:name="com.android.launcher.permission.INSTALL_SHORTCUT"/>
<uses-permission android:name="android.permission.FOREGROUND_SERVICE"/>
+ <uses-permission android:name="android.permission.QUERY_ALL_PACKAGES"/>
<uses-feature android:name="android.hardware.touchscreen" android:required="false"/>